Agentmw: Open-source middleware for AI agents — catches mid-run failures,compresses stale context, and grows a reasoning library across runs. Any model, any framework.

Agentmw is an open-source middleware framework designed to enhance AI agent reliability and efficiency across different models and frameworks. It addresses key operational challenges including mid-run failure detection and recovery, context optimization through compression of outdated information, and persistent learning through a reasoning library that accumulates knowledge across multiple agent executions. The tool is model-agnostic and framework-flexible, making it broadly applicable to various AI agent implementations.

Source: r/ollama | 2026-05-19